Wilhelmiina Hämäläinen

Specious rules: an efficient and effective unifying method for removing misleading and uninformative patterns in association rule mining

2017 · Society for Industrial and Applied Mathematics eBooks

We present theoretical analysis and a suite of tests and procedures for addressing a broad class of redundant and misleading association rules we call specious rules. Specious dependencies, also known as spurious, apparent, or illusory …